Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 11121 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 380 |
| Duplicate rows (%) | 3.4% |
| Total size in memory | 1.5 MiB |
| Average record size in memory | 145.0 B |
Variable types
| Unsupported | 3 |
|---|---|
| Numeric | 12 |
| Boolean | 1 |
| Categorical | 3 |
| Dataset has 380 (3.4%) duplicate rows | Duplicates |
acousticness is highly overall correlated with energy and 1 other fields | High correlation |
energy is highly overall correlated with acousticness and 1 other fields | High correlation |
explicit is highly overall correlated with track_genre | High correlation |
loudness is highly overall correlated with acousticness and 1 other fields | High correlation |
tempo is highly overall correlated with time_signature | High correlation |
time_signature is highly overall correlated with tempo | High correlation |
track_genre is highly overall correlated with explicit | High correlation |
explicit is highly imbalanced (54.1%) | Imbalance |
time_signature is highly imbalanced (68.3%) | Imbalance |
artists is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
album_name is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
track_name is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
popularity has 2151 (19.3%) zeros | Zeros |
key has 1317 (11.8%) zeros | Zeros |
instrumentalness has 4061 (36.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-03-13 09:38:03.539862 |
|---|---|
| Analysis finished | 2024-03-13 09:38:50.641078 |
| Duration | 47.1 seconds |
| Software version | ydata-profiling vv4.6.5 |
| Download configuration | config.json |
artists
Unsupported
REJECTED  UNSUPPORTED 
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 87.0 KiB |
album_name
Unsupported
REJECTED  UNSUPPORTED 
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 87.0 KiB |
track_name
Unsupported
REJECTED  UNSUPPORTED 
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 87.0 KiB |
popularity
Real number (ℝ)
ZEROS 
| Distinct | 97 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.852621 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 2151 |
| Zeros (%) | 19.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 15 |
| median | 42 |
| Q3 | 59 |
| 95-th percentile | 73 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 44 |
Descriptive statistics
| Standard deviation | 25.469493 |
|---|---|
| Coefficient of variation (CV) | 0.69111755 |
| Kurtosis | -1.2515733 |
| Mean | 36.852621 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | -0.1855906 |
| Sum | 409838 |
| Variance | 648.69509 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2151 | 19.3% |
| 1 | 226 | 2.0% |
| 57 | 225 | 2.0% |
| 59 | 221 | 2.0% |
| 63 | 220 | 2.0% |
| 60 | 210 | 1.9% |
| 62 | 210 | 1.9% |
| 58 | 203 | 1.8% |
| 44 | 188 | 1.7% |
| 61 | 187 | 1.7% |
| Other values (87) | 7080 |
| Value | Count | Frequency (%) |
| 0 | 2151 | |
| 1 | 226 | 2.0% |
| 2 | 91 | 0.8% |
| 3 | 50 | 0.4% |
| 4 | 33 | 0.3% |
| 5 | 19 | 0.2% |
| 6 | 5 | < 0.1% |
| 7 | 9 | 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 98 | 1 | < 0.1% |
| 96 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| 92 | 3 | < 0.1% |
| 91 | 1 | < 0.1% |
| 90 | 3 | < 0.1% |
| 89 | 5 | |
| 88 | 6 | |
| 87 | 9 |
duration_ms
Real number (ℝ)
| Distinct | 8264 |
|---|---|
| Distinct (%) | 74.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 229669.85 |
| Minimum | 17826 |
|---|---|
| Maximum | 4120258 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 17826 |
|---|---|
| 5-th percentile | 117468 |
| Q1 | 173947 |
| median | 213520 |
| Q3 | 264210 |
| 95-th percentile | 376640 |
| Maximum | 4120258 |
| Range | 4102432 |
| Interquartile range (IQR) | 90263 |
Descriptive statistics
| Standard deviation | 120182.6 |
|---|---|
| Coefficient of variation (CV) | 0.52328418 |
| Kurtosis | 256.84214 |
| Mean | 229669.85 |
| Median Absolute Deviation (MAD) | 43186 |
| Skewness | 11.007197 |
| Sum | 2.5541584 × 109 |
| Variance | 1.4443858 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 173947 | 45 | 0.4% |
| 162897 | 38 | 0.3% |
| 131733 | 34 | 0.3% |
| 175986 | 30 | 0.3% |
| 181360 | 28 | 0.3% |
| 144080 | 26 | 0.2% |
| 182520 | 25 | 0.2% |
| 170344 | 18 | 0.2% |
| 198626 | 18 | 0.2% |
| 180000 | 18 | 0.2% |
| Other values (8254) | 10841 |
| Value | Count | Frequency (%) |
| 17826 | 1 | |
| 23506 | 1 | |
| 24000 | 1 | |
| 31106 | 1 | |
| 31824 | 1 | |
| 32986 | 1 | |
| 32996 | 1 | |
| 36006 | 1 | |
| 36453 | 1 | |
| 37680 | 1 |
| Value | Count | Frequency (%) |
| 4120258 | 1 | |
| 3600014 | 1 | |
| 3340672 | 1 | |
| 2959346 | 1 | |
| 2733257 | 1 | |
| 1817447 | 1 | |
| 1798933 | 1 | |
| 1755311 | 2 | |
| 1736852 | 1 | |
| 1613160 | 1 |
explicit
Boolean
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.0 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 10042 | |
| True | 1079 | 9.7% |
danceability
Real number (ℝ)
| Distinct | 914 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.59246235 |
| Minimum | 0 |
|---|---|
| Maximum | 0.974 |
| Zeros | 81 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.213 |
| Q1 | 0.504 |
| median | 0.616 |
| Q3 | 0.716 |
| 95-th percentile | 0.835 |
| Maximum | 0.974 |
| Range | 0.974 |
| Interquartile range (IQR) | 0.212 |
Descriptive statistics
| Standard deviation | 0.1787108 |
|---|---|
| Coefficient of variation (CV) | 0.30164077 |
| Kurtosis | 0.77680355 |
| Mean | 0.59246235 |
| Median Absolute Deviation (MAD) | 0.105 |
| Skewness | -0.87027896 |
| Sum | 6588.7738 |
| Variance | 0.031937549 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 81 | 0.7% |
| 0.647 | 70 | 0.6% |
| 0.579 | 62 | 0.6% |
| 0.71 | 61 | 0.5% |
| 0.691 | 61 | 0.5% |
| 0.524 | 56 | 0.5% |
| 0.582 | 53 | 0.5% |
| 0.813 | 52 | 0.5% |
| 0.596 | 49 | 0.4% |
| 0.593 | 49 | 0.4% |
| Other values (904) | 10527 |
| Value | Count | Frequency (%) |
| 0 | 81 | |
| 0.0548 | 1 | < 0.1% |
| 0.055 | 1 | < 0.1% |
| 0.0555 | 1 | < 0.1% |
| 0.0558 | 1 | < 0.1% |
| 0.0578 | 1 | < 0.1% |
| 0.0601 | 1 | < 0.1% |
| 0.0602 | 1 | < 0.1% |
| 0.0611 | 1 | < 0.1% |
| 0.0625 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.974 | 1 | |
| 0.965 | 1 | |
| 0.963 | 1 | |
| 0.96 | 1 | |
| 0.959 | 1 | |
| 0.957 | 1 | |
| 0.956 | 1 | |
| 0.955 | 1 | |
| 0.952 | 1 | |
| 0.95 | 2 |
energy
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1283 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.60008693 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.11 |
| Q1 | 0.427 |
| median | 0.632 |
| Q3 | 0.808 |
| 95-th percentile | 0.952 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.381 |
Descriptive statistics
| Standard deviation | 0.25451765 |
|---|---|
| Coefficient of variation (CV) | 0.42413463 |
| Kurtosis | -0.58575814 |
| Mean | 0.60008693 |
| Median Absolute Deviation (MAD) | 0.189 |
| Skewness | -0.49138125 |
| Sum | 6673.5667 |
| Variance | 0.064779232 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.563 | 57 | 0.5% |
| 0.876 | 51 | 0.5% |
| 0.776 | 42 | 0.4% |
| 0.608 | 40 | 0.4% |
| 0.502 | 38 | 0.3% |
| 0.287 | 38 | 0.3% |
| 0.705 | 36 | 0.3% |
| 0.415 | 35 | 0.3% |
| 0.739 | 34 | 0.3% |
| 0.75 | 32 | 0.3% |
| Other values (1273) | 10718 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 2.01 × 10-5 | 10 | |
| 2.02 × 10-5 | 1 | < 0.1% |
| 2.03 × 10-5 | 17 | |
| 3.05 × 10-5 | 1 | < 0.1% |
| 4.28 × 10-5 | 2 | < 0.1% |
| 5.9 × 10-5 | 1 | < 0.1% |
| 6.03 × 10-5 | 1 | < 0.1% |
| 6.19 × 10-5 | 3 | < 0.1% |
| 7.99 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 9 | 0.1% |
| 0.999 | 13 | |
| 0.998 | 28 | |
| 0.997 | 29 | |
| 0.996 | 18 | |
| 0.995 | 21 | |
| 0.994 | 14 | |
| 0.993 | 9 | 0.1% |
| 0.992 | 5 | < 0.1% |
| 0.991 | 3 | < 0.1% |
key
Real number (ℝ)
ZEROS 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2098732 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 1317 |
| Zeros (%) | 11.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.5625217 |
|---|---|
| Coefficient of variation (CV) | 0.68380199 |
| Kurtosis | -1.2798167 |
| Mean | 5.2098732 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.022488817 |
| Sum | 57939 |
| Variance | 12.691561 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1317 | |
| 7 | 1218 | |
| 1 | 1167 | |
| 2 | 1084 | |
| 5 | 994 | |
| 9 | 936 | |
| 11 | 851 | |
| 8 | 819 | |
| 6 | 798 | |
| 4 | 775 | |
| Other values (2) | 1162 |
| Value | Count | Frequency (%) |
| 0 | 1317 | |
| 1 | 1167 | |
| 2 | 1084 | |
| 3 | 391 | 3.5% |
| 4 | 775 | |
| 5 | 994 | |
| 6 | 798 | |
| 7 | 1218 | |
| 8 | 819 | |
| 9 | 936 |
| Value | Count | Frequency (%) |
| 11 | 851 | |
| 10 | 771 | |
| 9 | 936 | |
| 8 | 819 | |
| 7 | 1218 | |
| 6 | 798 | |
| 5 | 994 | |
| 4 | 775 | |
| 3 | 391 | 3.5% |
| 2 | 1084 |
loudness
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 6861 |
|---|---|
| Distinct (%) | 61.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.169955 |
| Minimum | -49.307 |
|---|---|
| Maximum | 0.082 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 11119 |
| Negative (%) | > 99.9% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | -49.307 |
|---|---|
| 5-th percentile | -21.769 |
| Q1 | -10.747 |
| median | -7.596 |
| Q3 | -5.472 |
| 95-th percentile | -3.147 |
| Maximum | 0.082 |
| Range | 49.389 |
| Interquartile range (IQR) | 5.275 |
Descriptive statistics
| Standard deviation | 6.0177163 |
|---|---|
| Coefficient of variation (CV) | -0.65624273 |
| Kurtosis | 6.0218299 |
| Mean | -9.169955 |
| Median Absolute Deviation (MAD) | 2.463 |
| Skewness | -2.1861464 |
| Sum | -101979.07 |
| Variance | 36.21291 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -6.135 | 44 | 0.4% |
| -5.662 | 41 | 0.4% |
| -7.57 | 36 | 0.3% |
| -12.472 | 31 | 0.3% |
| -4.177 | 28 | 0.3% |
| -8.169 | 27 | 0.2% |
| -6.264 | 26 | 0.2% |
| -4.67 | 20 | 0.2% |
| -5.926 | 19 | 0.2% |
| -4.457 | 19 | 0.2% |
| Other values (6851) | 10830 |
| Value | Count | Frequency (%) |
| -49.307 | 1 | < 0.1% |
| -46.251 | 1 | < 0.1% |
| -43.504 | 1 | < 0.1% |
| -43.046 | 3 | |
| -42.995 | 1 | < 0.1% |
| -42.631 | 1 | < 0.1% |
| -41.739 | 1 | < 0.1% |
| -41.531 | 1 | < 0.1% |
| -40.843 | 1 | < 0.1% |
| -40.795 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.082 | 1 | |
| 0.025 | 1 | |
| -0.079 | 1 | |
| -0.108 | 1 | |
| -0.155 | 1 | |
| -0.173 | 1 | |
| -0.488 | 1 | |
| -0.5 | 1 | |
| -0.562 | 1 | |
| -0.564 | 1 |
mode
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 87.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 11121 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 7257 | |
| 0 | 3864 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 7257 | |
| 0 | 3864 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 7257 | |
| 0 | 3864 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 11121 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 7257 | |
| 0 | 3864 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 11121 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 7257 | |
| 0 | 3864 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11121 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 7257 | |
| 0 | 3864 |
speechiness
Real number (ℝ)
| Distinct | 1239 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10750614 |
| Minimum | 0 |
|---|---|
| Maximum | 0.965 |
| Zeros | 81 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0279 |
| Q1 | 0.0361 |
| median | 0.0498 |
| Q3 | 0.0911 |
| 95-th percentile | 0.36 |
| Maximum | 0.965 |
| Range | 0.965 |
| Interquartile range (IQR) | 0.055 |
Descriptive statistics
| Standard deviation | 0.17184471 |
|---|---|
| Coefficient of variation (CV) | 1.5984641 |
| Kurtosis | 14.748142 |
| Mean | 0.10750614 |
| Median Absolute Deviation (MAD) | 0.0174 |
| Skewness | 3.8094159 |
| Sum | 1195.5758 |
| Variance | 0.029530605 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 81 | 0.7% |
| 0.102 | 73 | 0.7% |
| 0.0341 | 67 | 0.6% |
| 0.0323 | 55 | 0.5% |
| 0.0324 | 51 | 0.5% |
| 0.185 | 50 | 0.4% |
| 0.0363 | 45 | 0.4% |
| 0.0513 | 45 | 0.4% |
| 0.0311 | 44 | 0.4% |
| 0.0336 | 43 | 0.4% |
| Other values (1229) | 10567 |
| Value | Count | Frequency (%) |
| 0 | 81 | |
| 0.0222 | 1 | < 0.1% |
| 0.0231 | 4 | < 0.1% |
| 0.0233 | 2 | < 0.1% |
| 0.0235 | 4 | < 0.1% |
| 0.0236 | 2 | < 0.1% |
| 0.0237 | 1 | < 0.1% |
| 0.0238 | 1 | < 0.1% |
| 0.0239 | 3 | < 0.1% |
| 0.024 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.965 | 1 | < 0.1% |
| 0.963 | 1 | < 0.1% |
| 0.962 | 3 | |
| 0.961 | 1 | < 0.1% |
| 0.96 | 1 | < 0.1% |
| 0.959 | 2 | < 0.1% |
| 0.958 | 5 | |
| 0.957 | 3 | |
| 0.956 | 3 | |
| 0.955 | 6 |
acousticness
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2429 |
|---|---|
| Distinct (%) | 21.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.39411673 |
| Minimum | 0 |
|---|---|
| Maximum | 0.996 |
| Zeros | 14 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.00177 |
| Q1 | 0.0635 |
| median | 0.307 |
| Q3 | 0.73 |
| 95-th percentile | 0.959 |
| Maximum | 0.996 |
| Range | 0.996 |
| Interquartile range (IQR) | 0.6665 |
Descriptive statistics
| Standard deviation | 0.33947942 |
|---|---|
| Coefficient of variation (CV) | 0.8613677 |
| Kurtosis | -1.3672666 |
| Mean | 0.39411673 |
| Median Absolute Deviation (MAD) | 0.282 |
| Skewness | 0.3683011 |
| Sum | 4382.9722 |
| Variance | 0.11524628 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.733 | 47 | 0.4% |
| 0.881 | 46 | 0.4% |
| 0.764 | 46 | 0.4% |
| 0.994 | 45 | 0.4% |
| 0.0254 | 45 | 0.4% |
| 0.29 | 42 | 0.4% |
| 0.777 | 42 | 0.4% |
| 0.995 | 42 | 0.4% |
| 0.993 | 36 | 0.3% |
| 0.458 | 32 | 0.3% |
| Other values (2419) | 10698 |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 1.01 × 10-6 | 1 | < 0.1% |
| 1.14 × 10-6 | 1 | < 0.1% |
| 1.17 × 10-6 | 1 | < 0.1% |
| 1.21 × 10-6 | 1 | < 0.1% |
| 1.46 × 10-6 | 2 | < 0.1% |
| 1.62 × 10-6 | 2 | < 0.1% |
| 1.91 × 10-6 | 1 | < 0.1% |
| 2.26 × 10-6 | 1 | < 0.1% |
| 2.65 × 10-6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.996 | 11 | 0.1% |
| 0.995 | 42 | |
| 0.994 | 45 | |
| 0.993 | 36 | |
| 0.992 | 21 | |
| 0.991 | 27 | |
| 0.99 | 24 | |
| 0.989 | 18 | 0.2% |
| 0.988 | 14 | 0.1% |
| 0.987 | 16 | 0.1% |
instrumentalness
Real number (ℝ)
ZEROS 
| Distinct | 3025 |
|---|---|
| Distinct (%) | 27.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13705639 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 4061 |
| Zeros (%) | 36.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.02 × 10-5 |
| Q3 | 0.0141 |
| 95-th percentile | 0.897 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0141 |
Descriptive statistics
| Standard deviation | 0.29612687 |
|---|---|
| Coefficient of variation (CV) | 2.1606207 |
| Kurtosis | 2.1094291 |
| Mean | 0.13705639 |
| Median Absolute Deviation (MAD) | 2.02 × 10-5 |
| Skewness | 1.955798 |
| Sum | 1524.2041 |
| Variance | 0.087691126 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4061 | |
| 9.71 × 10-6 | 44 | 0.4% |
| 3.59 × 10-5 | 41 | 0.4% |
| 1.68 × 10-5 | 33 | 0.3% |
| 1.38 × 10-6 | 30 | 0.3% |
| 1.81 × 10-6 | 18 | 0.2% |
| 1.32 × 10-5 | 17 | 0.2% |
| 3.87 × 10-5 | 16 | 0.1% |
| 0.895 | 15 | 0.1% |
| 1.1 × 10-5 | 15 | 0.1% |
| Other values (3015) | 6831 |
| Value | Count | Frequency (%) |
| 0 | 4061 | |
| 1 × 10-6 | 2 | < 0.1% |
| 1.01 × 10-6 | 7 | 0.1% |
| 1.02 × 10-6 | 4 | < 0.1% |
| 1.03 × 10-6 | 4 | < 0.1% |
| 1.04 × 10-6 | 4 | < 0.1% |
| 1.05 × 10-6 | 3 | < 0.1% |
| 1.06 × 10-6 | 3 | < 0.1% |
| 1.07 × 10-6 | 8 | 0.1% |
| 1.08 × 10-6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 5 | |
| 0.999 | 10 | |
| 0.998 | 3 | < 0.1% |
| 0.997 | 5 | |
| 0.996 | 2 | < 0.1% |
| 0.995 | 8 | |
| 0.994 | 2 | < 0.1% |
| 0.993 | 4 | < 0.1% |
| 0.992 | 2 | < 0.1% |
| 0.991 | 7 |
liveness
Real number (ℝ)
| Distinct | 1429 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.21439206 |
| Minimum | 0 |
|---|---|
| Maximum | 0.994 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0604 |
| Q1 | 0.0973 |
| median | 0.128 |
| Q3 | 0.262 |
| 95-th percentile | 0.715 |
| Maximum | 0.994 |
| Range | 0.994 |
| Interquartile range (IQR) | 0.1647 |
Descriptive statistics
| Standard deviation | 0.19877875 |
|---|---|
| Coefficient of variation (CV) | 0.927174 |
| Kurtosis | 3.9598438 |
| Mean | 0.21439206 |
| Median Absolute Deviation (MAD) | 0.046 |
| Skewness | 2.0878633 |
| Sum | 2384.2541 |
| Variance | 0.039512991 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.11 | 154 | 1.4% |
| 0.108 | 148 | 1.3% |
| 0.111 | 140 | 1.3% |
| 0.109 | 139 | 1.2% |
| 0.112 | 131 | 1.2% |
| 0.113 | 131 | 1.2% |
| 0.107 | 127 | 1.1% |
| 0.104 | 117 | 1.1% |
| 0.106 | 101 | 0.9% |
| 0.103 | 99 | 0.9% |
| Other values (1419) | 9834 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.00925 | 1 | |
| 0.0137 | 1 | |
| 0.0151 | 1 | |
| 0.0153 | 1 | |
| 0.017 | 1 | |
| 0.0173 | 1 | |
| 0.0188 | 2 | |
| 0.0197 | 1 | |
| 0.0202 | 1 |
| Value | Count | Frequency (%) |
| 0.994 | 1 | < 0.1% |
| 0.992 | 1 | < 0.1% |
| 0.99 | 1 | < 0.1% |
| 0.989 | 1 | < 0.1% |
| 0.984 | 1 | < 0.1% |
| 0.983 | 2 | |
| 0.981 | 4 | |
| 0.98 | 1 | < 0.1% |
| 0.979 | 2 | |
| 0.977 | 1 | < 0.1% |
valence
Real number (ℝ)
| Distinct | 1348 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.48992505 |
| Minimum | 0 |
|---|---|
| Maximum | 0.992 |
| Zeros | 90 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0535 |
| Q1 | 0.288 |
| median | 0.49 |
| Q3 | 0.699 |
| 95-th percentile | 0.917 |
| Maximum | 0.992 |
| Range | 0.992 |
| Interquartile range (IQR) | 0.411 |
Descriptive statistics
| Standard deviation | 0.26121491 |
|---|---|
| Coefficient of variation (CV) | 0.5331732 |
| Kurtosis | -0.97655548 |
| Mean | 0.48992505 |
| Median Absolute Deviation (MAD) | 0.206 |
| Skewness | -0.023738117 |
| Sum | 5448.4565 |
| Variance | 0.068233227 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 90 | 0.8% |
| 1 × 10-5 | 67 | 0.6% |
| 0.961 | 62 | 0.6% |
| 0.324 | 61 | 0.5% |
| 0.64 | 55 | 0.5% |
| 0.949 | 47 | 0.4% |
| 0.639 | 42 | 0.4% |
| 0.836 | 40 | 0.4% |
| 0.56 | 37 | 0.3% |
| 0.628 | 36 | 0.3% |
| Other values (1338) | 10584 |
| Value | Count | Frequency (%) |
| 0 | 90 | |
| 1 × 10-5 | 67 | |
| 0.000322 | 1 | < 0.1% |
| 0.000378 | 1 | < 0.1% |
| 0.000667 | 1 | < 0.1% |
| 0.000673 | 1 | < 0.1% |
| 0.000755 | 1 | < 0.1% |
| 0.000781 | 1 | < 0.1% |
| 0.00084 | 1 | < 0.1% |
| 0.000885 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.992 | 1 | < 0.1% |
| 0.985 | 1 | < 0.1% |
| 0.983 | 1 | < 0.1% |
| 0.98 | 3 | |
| 0.979 | 2 | < 0.1% |
| 0.978 | 3 | |
| 0.977 | 6 | |
| 0.975 | 2 | < 0.1% |
| 0.973 | 4 | |
| 0.972 | 6 |
tempo
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 7909 |
|---|---|
| Distinct (%) | 71.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.29995 |
| Minimum | 0 |
|---|---|
| Maximum | 220.081 |
| Zeros | 81 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 87.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 75.157 |
| Q1 | 94.275 |
| median | 116.03 |
| Q3 | 135.039 |
| 95-th percentile | 171.698 |
| Maximum | 220.081 |
| Range | 220.081 |
| Interquartile range (IQR) | 40.764 |
Descriptive statistics
| Standard deviation | 30.148845 |
|---|---|
| Coefficient of variation (CV) | 0.25923353 |
| Kurtosis | 0.86364119 |
| Mean | 116.29995 |
| Median Absolute Deviation (MAD) | 20.826 |
| Skewness | -0.0092707951 |
| Sum | 1293371.7 |
| Variance | 908.95287 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 81 | 0.7% |
| 106.998 | 45 | 0.4% |
| 151.925 | 38 | 0.3% |
| 76.783 | 34 | 0.3% |
| 77.117 | 30 | 0.3% |
| 128.89 | 27 | 0.2% |
| 146.861 | 26 | 0.2% |
| 137.494 | 25 | 0.2% |
| 91.921 | 19 | 0.2% |
| 119.935 | 18 | 0.2% |
| Other values (7899) | 10778 |
| Value | Count | Frequency (%) |
| 0 | 81 | |
| 30.2 | 1 | < 0.1% |
| 35.392 | 1 | < 0.1% |
| 43.844 | 1 | < 0.1% |
| 44.153 | 1 | < 0.1% |
| 45.664 | 1 | < 0.1% |
| 45.857 | 1 | < 0.1% |
| 46.496 | 1 | < 0.1% |
| 46.592 | 1 | < 0.1% |
| 47.604 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 220.081 | 3 | |
| 220.039 | 1 | < 0.1% |
| 219.693 | 1 | < 0.1% |
| 213.848 | 1 | < 0.1% |
| 213.778 | 1 | < 0.1% |
| 208.038 | 2 | |
| 208.001 | 1 | < 0.1% |
| 207.348 | 1 | < 0.1% |
| 207.266 | 1 | < 0.1% |
| 204.961 | 1 | < 0.1% |
time_signature
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 87.0 KiB |
| 4 | |
|---|---|
| 3 | |
| 5 | 205 |
| 1 | 159 |
| 0 | 81 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 11121 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 3 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 9668 | |
| 3 | 1008 | 9.1% |
| 5 | 205 | 1.8% |
| 1 | 159 | 1.4% |
| 0 | 81 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 9668 | |
| 3 | 1008 | 9.1% |
| 5 | 205 | 1.8% |
| 1 | 159 | 1.4% |
| 0 | 81 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 9668 | |
| 3 | 1008 | 9.1% |
| 5 | 205 | 1.8% |
| 1 | 159 | 1.4% |
| 0 | 81 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 11121 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 9668 | |
| 3 | 1008 | 9.1% |
| 5 | 205 | 1.8% |
| 1 | 159 | 1.4% |
| 0 | 81 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 11121 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 9668 | |
| 3 | 1008 | 9.1% |
| 5 | 205 | 1.8% |
| 1 | 159 | 1.4% |
| 0 | 81 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11121 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 9668 | |
| 3 | 1008 | 9.1% |
| 5 | 205 | 1.8% |
| 1 | 159 | 1.4% |
| 0 | 81 | 0.7% |
track_genre
Categorical
HIGH CORRELATION 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 87.0 KiB |
| indian | |
|---|---|
| pop-film | |
| afrobeat | |
| k-pop | 697 |
| sleep | 614 |
| Other values (14) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 6.0356083 |
| Min length | 3 |
Characters and Unicode
| Total characters | 67122 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | acoustic |
|---|---|
| 2nd row | acoustic |
| 3rd row | acoustic |
| 4th row | acoustic |
| 5th row | acoustic |
Common Values
| Value | Count | Frequency (%) |
| indian | 999 | 9.0% |
| pop-film | 889 | 8.0% |
| afrobeat | 782 | 7.0% |
| k-pop | 697 | 6.3% |
| sleep | 614 | 5.5% |
| breakbeat | 591 | 5.3% |
| acoustic | 589 | 5.3% |
| blues | 583 | 5.2% |
| chill | 560 | 5.0% |
| disco | 524 | 4.7% |
| Other values (9) | 4293 |
Length
| Value | Count | Frequency (%) |
| indian | 999 | 9.0% |
| pop-film | 889 | 8.0% |
| afrobeat | 782 | 7.0% |
| k-pop | 697 | 6.3% |
| sleep | 614 | 5.5% |
| breakbeat | 591 | 5.3% |
| acoustic | 589 | 5.3% |
| blues | 583 | 5.2% |
| chill | 560 | 5.0% |
| disco | 524 | 4.7% |
| Other values (9) | 4293 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 6566 | 9.8% |
| l | 5694 | 8.5% |
| i | 5557 | 8.3% |
| o | 5515 | 8.2% |
| p | 5308 | 7.9% |
| e | 4765 | 7.1% |
| c | 4731 | 7.0% |
| s | 4088 | 6.1% |
| b | 3058 | 4.6% |
| d | 2803 | 4.2% |
| Other values (10) | 19037 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 65023 | |
| Dash Punctuation | 2099 | 3.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 6566 | 10.1% |
| l | 5694 | 8.8% |
| i | 5557 | 8.5% |
| o | 5515 | 8.5% |
| p | 5308 | 8.2% |
| e | 4765 | 7.3% |
| c | 4731 | 7.3% |
| s | 4088 | 6.3% |
| b | 3058 | 4.7% |
| d | 2803 | 4.3% |
| Other values (9) | 16938 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2099 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 65023 | |
| Common | 2099 | 3.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 6566 | 10.1% |
| l | 5694 | 8.8% |
| i | 5557 | 8.5% |
| o | 5515 | 8.5% |
| p | 5308 | 8.2% |
| e | 4765 | 7.3% |
| c | 4731 | 7.3% |
| s | 4088 | 6.3% |
| b | 3058 | 4.7% |
| d | 2803 | 4.3% |
| Other values (9) | 16938 |
Common
| Value | Count | Frequency (%) |
| - | 2099 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 67122 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 6566 | 9.8% |
| l | 5694 | 8.5% |
| i | 5557 | 8.3% |
| o | 5515 | 8.2% |
| p | 5308 | 7.9% |
| e | 4765 | 7.1% |
| c | 4731 | 7.0% |
| s | 4088 | 6.1% |
| b | 3058 | 4.6% |
| d | 2803 | 4.2% |
| Other values (10) | 19037 |
| acousticness | danceability | duration_ms | energy | explicit | instrumentalness | key | liveness | loudness | mode | popularity | speechiness | tempo | time_signature | track_genre | valence | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| acousticness | 1.000 | -0.347 | -0.091 | -0.623 | 0.111 | 0.032 | -0.042 | 0.014 | -0.567 | 0.111 | 0.011 | -0.141 | -0.224 | 0.149 | 0.290 | -0.255 |
| danceability | -0.347 | 1.000 | -0.070 | 0.259 | 0.215 | -0.167 | 0.048 | -0.146 | 0.349 | 0.076 | 0.066 | 0.225 | 0.110 | 0.380 | 0.309 | 0.496 |
| duration_ms | -0.091 | -0.070 | 1.000 | 0.152 | 0.000 | 0.053 | 0.015 | -0.046 | 0.074 | 0.018 | 0.089 | -0.121 | 0.064 | 0.052 | 0.075 | 0.038 |
| energy | -0.623 | 0.259 | 0.152 | 1.000 | 0.129 | -0.111 | 0.050 | 0.171 | 0.727 | 0.102 | -0.070 | 0.333 | 0.215 | 0.190 | 0.302 | 0.391 |
| explicit | 0.111 | 0.215 | 0.000 | 0.129 | 1.000 | -0.182 | 0.000 | 0.128 | 0.028 | 0.000 | -0.013 | 0.315 | -0.036 | 0.068 | 0.548 | -0.029 |
| instrumentalness | 0.032 | -0.167 | 0.053 | -0.111 | -0.182 | 1.000 | -0.002 | -0.108 | -0.322 | 0.018 | -0.085 | -0.159 | -0.025 | 0.123 | 0.247 | -0.262 |
| key | -0.042 | 0.048 | 0.015 | 0.050 | 0.000 | -0.002 | 1.000 | 0.017 | 0.034 | 0.245 | 0.004 | 0.064 | 0.020 | 0.032 | 0.066 | 0.059 |
| liveness | 0.014 | -0.146 | -0.046 | 0.171 | 0.128 | -0.108 | 0.017 | 1.000 | 0.034 | 0.027 | -0.083 | 0.156 | -0.020 | 0.107 | 0.210 | -0.022 |
| loudness | -0.567 | 0.349 | 0.074 | 0.727 | 0.028 | -0.322 | 0.034 | 0.034 | 1.000 | 0.067 | 0.032 | 0.168 | 0.198 | 0.194 | 0.301 | 0.375 |
| mode | 0.111 | 0.076 | 0.018 | 0.102 | 0.000 | 0.018 | 0.245 | 0.027 | 0.067 | 1.000 | -0.086 | -0.076 | -0.025 | 0.027 | 0.205 | -0.026 |
| popularity | 0.011 | 0.066 | 0.089 | -0.070 | -0.013 | -0.085 | 0.004 | -0.083 | 0.032 | -0.086 | 1.000 | -0.036 | -0.002 | 0.108 | 0.455 | -0.064 |
| speechiness | -0.141 | 0.225 | -0.121 | 0.333 | 0.315 | -0.159 | 0.064 | 0.156 | 0.168 | -0.076 | -0.036 | 1.000 | 0.116 | 0.119 | 0.304 | 0.153 |
| tempo | -0.224 | 0.110 | 0.064 | 0.215 | -0.036 | -0.025 | 0.020 | -0.020 | 0.198 | -0.025 | -0.002 | 0.116 | 1.000 | 0.508 | 0.185 | 0.159 |
| time_signature | 0.149 | 0.380 | 0.052 | 0.190 | 0.068 | 0.123 | 0.032 | 0.107 | 0.194 | 0.027 | 0.108 | 0.119 | 0.508 | 1.000 | 0.250 | 0.168 |
| track_genre | 0.290 | 0.309 | 0.075 | 0.302 | 0.548 | 0.247 | 0.066 | 0.210 | 0.301 | 0.205 | 0.455 | 0.304 | 0.185 | 0.250 | 1.000 | -0.097 |
| valence | -0.255 | 0.496 | 0.038 | 0.391 | -0.029 | -0.262 | 0.059 | -0.022 | 0.375 | -0.026 | -0.064 | 0.153 | 0.159 | 0.168 | -0.097 | 1.000 |
| artists | album_name | track_name | popularity | duration_ms | explicit | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | time_signature | track_genre | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Gen Hoshino | Comedy | Comedy | 73 | 230666 | False | 0.676 | 0.4610 | 1 | -6.746 | 0 | 0.1430 | 0.0322 | 0.000001 | 0.3580 | 0.7150 | 87.917 | 4 | acoustic |
| 1 | Ben Woodward | Ghost (Acoustic) | Ghost - Acoustic | 55 | 149610 | False | 0.420 | 0.1660 | 1 | -17.235 | 1 | 0.0763 | 0.9240 | 0.000006 | 0.1010 | 0.2670 | 77.489 | 4 | acoustic |
| 2 | Ingrid Michaelson;ZAYN | To Begin Again | To Begin Again | 57 | 210826 | False | 0.438 | 0.3590 | 0 | -9.734 | 1 | 0.0557 | 0.2100 | 0.000000 | 0.1170 | 0.1200 | 76.332 | 4 | acoustic |
| 3 | Kina Grannis | Crazy Rich Asians (Original Motion Picture Soundtrack) | Can't Help Falling In Love | 71 | 201933 | False | 0.266 | 0.0596 | 0 | -18.515 | 1 | 0.0363 | 0.9050 | 0.000071 | 0.1320 | 0.1430 | 181.740 | 3 | acoustic |
| 4 | Chord Overstreet | Hold On | Hold On | 82 | 198853 | False | 0.618 | 0.4430 | 2 | -9.681 | 1 | 0.0526 | 0.4690 | 0.000000 | 0.0829 | 0.1670 | 119.949 | 4 | acoustic |
| 5 | Tyrone Wells | Days I Will Remember | Days I Will Remember | 58 | 214240 | False | 0.688 | 0.4810 | 6 | -8.807 | 1 | 0.1050 | 0.2890 | 0.000000 | 0.1890 | 0.6660 | 98.017 | 4 | acoustic |
| 6 | A Great Big World;Christina Aguilera | Is There Anybody Out There? | Say Something | 74 | 229400 | False | 0.407 | 0.1470 | 2 | -8.822 | 1 | 0.0355 | 0.8570 | 0.000003 | 0.0913 | 0.0765 | 141.284 | 3 | acoustic |
| 7 | Jason Mraz | We Sing. We Dance. We Steal Things. | I'm Yours | 80 | 242946 | False | 0.703 | 0.4440 | 11 | -9.331 | 1 | 0.0417 | 0.5590 | 0.000000 | 0.0973 | 0.7120 | 150.960 | 4 | acoustic |
| 8 | Jason Mraz;Colbie Caillat | We Sing. We Dance. We Steal Things. | Lucky | 74 | 189613 | False | 0.625 | 0.4140 | 0 | -8.700 | 1 | 0.0369 | 0.2940 | 0.000000 | 0.1510 | 0.6690 | 130.088 | 4 | acoustic |
| 9 | Ross Copperman | Hunger | Hunger | 56 | 205594 | False | 0.442 | 0.6320 | 1 | -6.770 | 1 | 0.0295 | 0.4260 | 0.004190 | 0.0735 | 0.1960 | 78.899 | 4 | acoustic |
| artists | album_name | track_name | popularity | duration_ms | explicit | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | time_signature | track_genre | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 11111 | Jamie Miller | I Lost Myself In Loving You | I Lost Myself In Loving You | 67 | 201306 | False | 0.456 | 0.615 | 1 | -5.454 | 1 | 0.0529 | 0.61400 | 0.000000 | 0.0908 | 0.4160 | 78.461 | 4 | soul |
| 11112 | Brandy;Monica | Gourmet Soul | The Boy Is Mine | 0 | 239683 | False | 0.659 | 0.726 | 1 | -6.013 | 0 | 0.0415 | 0.30800 | 0.000013 | 0.1390 | 0.7090 | 93.044 | 4 | soul |
| 11113 | Jessie Ware | Autumn Vibes 2022 | Mirage (Don’t Stop) | 0 | 287226 | False | 0.796 | 0.710 | 2 | -6.683 | 1 | 0.0838 | 0.10900 | 0.000846 | 0.1240 | 0.6210 | 112.976 | 4 | soul |
| 11114 | Celeste | Autumn Vibe | Tonight Tonight | 1 | 219440 | False | 0.611 | 0.834 | 11 | -4.528 | 0 | 0.0299 | 0.05440 | 0.000016 | 0.2320 | 0.6430 | 109.997 | 4 | soul |
| 11115 | Faith Evans | Gourmet Soul | You Used to Love Me | 0 | 269173 | False | 0.702 | 0.458 | 0 | -8.195 | 1 | 0.0348 | 0.24700 | 0.000002 | 0.1260 | 0.6790 | 89.266 | 4 | soul |
| 11116 | Faith Evans;The Notorious B.I.G. | Mellow Bars R'n'B | One in the Same | 0 | 205706 | True | 0.461 | 0.540 | 1 | -7.385 | 0 | 0.0629 | 0.26800 | 0.000000 | 0.3420 | 0.1070 | 136.562 | 5 | soul |
| 11117 | Brandy;Mase | Pop Station | Top of the World | 0 | 281506 | False | 0.839 | 0.621 | 1 | -5.739 | 1 | 0.1320 | 0.00301 | 0.033800 | 0.1050 | 0.8550 | 98.015 | 4 | soul |
| 11118 | Jessie Ware | AnÃÂmate, es viernes | Please - Single Edit | 0 | 219933 | False | 0.665 | 0.690 | 7 | -7.275 | 1 | 0.0369 | 0.03250 | 0.014700 | 0.1160 | 0.4540 | 120.032 | 4 | soul |
| 11119 | Commodores | Coffee Break | Three Times A Lady | 1 | 397586 | False | 0.486 | 0.242 | 8 | -12.029 | 1 | 0.0260 | 0.80900 | 0.000326 | 0.1770 | 0.0855 | 74.782 | 3 | soul |
| 11120 | Commodores | On air 70's Hits | Easy | 1 | 256545 | False | 0.568 | 0.575 | 10 | -7.769 | 0 | 0.0290 | 0.12600 | 0.000100 | 0.1140 | 0.3330 | 133.093 | 4 | soul |
Most frequently occurring
| popularity | duration_ms | explicit | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | time_signature | track_genre | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 67 | 0 | 162897 | False | 0.647 | 0.876 | 10 | -5.662 | 1 | 0.1850 | 0.8810 | 0.000036 | 0.2600 | 0.949 | 151.925 | 4 | blues | 36 |
| 14 | 0 | 131733 | False | 0.579 | 0.502 | 8 | -7.570 | 1 | 0.0513 | 0.7330 | 0.000000 | 0.2810 | 0.836 | 76.783 | 4 | blues | 32 |
| 106 | 0 | 175986 | False | 0.593 | 0.287 | 1 | -12.472 | 1 | 0.0469 | 0.7640 | 0.000000 | 0.1530 | 0.639 | 77.117 | 4 | blues | 29 |
| 30 | 0 | 144080 | False | 0.691 | 0.776 | 0 | -4.177 | 1 | 0.0341 | 0.4580 | 0.000017 | 0.3300 | 0.961 | 146.861 | 4 | soul | 26 |
| 123 | 0 | 181360 | False | 0.582 | 0.705 | 3 | -8.169 | 1 | 0.0539 | 0.2900 | 0.000001 | 0.7970 | 0.640 | 128.890 | 4 | soul | 25 |
| 127 | 0 | 182520 | False | 0.775 | 0.608 | 7 | -6.264 | 1 | 0.1280 | 0.1280 | 0.000000 | 0.0895 | 0.560 | 137.494 | 4 | dance | 23 |
| 100 | 0 | 173947 | True | 0.905 | 0.563 | 8 | -6.135 | 1 | 0.1020 | 0.0254 | 0.000010 | 0.1130 | 0.324 | 106.998 | 4 | hip-hop | 20 |
| 101 | 0 | 173947 | True | 0.905 | 0.563 | 8 | -6.135 | 1 | 0.1020 | 0.0254 | 0.000010 | 0.1130 | 0.324 | 106.998 | 4 | k-pop | 20 |
| 185 | 0 | 198626 | False | 0.524 | 0.739 | 0 | -6.681 | 1 | 0.0386 | 0.2150 | 0.000000 | 0.0636 | 0.480 | 83.095 | 4 | soul | 17 |
| 94 | 0 | 171773 | False | 0.596 | 0.315 | 8 | -9.175 | 1 | 0.0428 | 0.9610 | 0.000000 | 0.2580 | 0.640 | 119.935 | 4 | blues | 16 |